Question

The Central Limit Theorem indicates that in selecting random samples from a population, the sampling distribution of the the sample mean x-bar can be approximated by a normal distribution as the sample size becomes large.

Select one: True False

Answer 1

Solution,

The Central Limit Theorem indicates that in selecting random samples from a population, the sampling distribution of the the sample mean x-bar can be approximated by a normal distribution as the sample size becomes large

Answer = True

In the study of probability theory, the central limit theorem (CLT) states that the distribution of sample means approximates a normal distribution as the sample size becomes larger, assuming that all samples are identical in size, and regardless of the population distribution shape